Fernando Moreno-Pino fmorenopino
shreydesai
/ dotproduct_attention.py
Created
February 4, 2019 22:10
PyTorch Scaled Dot Product Attention
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| import torch | |
| import torch.nn as nn | |
| import numpy as np | |
| class DotProductAttention(nn.Module): | |
| def __init__(self, query_dim, key_dim, value_dim): | |
| super().__init__() | |
| self.scale = 1.0/np.sqrt(query_dim) |
lirnli
/ VRNN tiny Shakespeare.ipynb
Created
September 27, 2017 20:12
Variational Recurrent Network tiny Shakespeare
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andrejbauer
/ beamer-slides-with-notes.pdf
Last active
September 24, 2025 21:29
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kastnerkyle
/ gmmhmm.py
Last active
July 4, 2025 10:50
GMM-HMM (Hidden markov model with Gaussian mixture emissions) implementation for speech recognition and other uses
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| # (C) Kyle Kastner, June 2014 | |
| # License: BSD 3 clause | |
| import scipy.stats as st | |
| import numpy as np | |
| class gmmhmm: | |
| #This class converted with modifications from https://code.google.com/p/hmm-speech-recognition/source/browse/Word.m | |
| def __init__(self, n_states): | |
| self.n_states = n_states |